Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: MAP4K5

Gene summary for MAP4K5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP4K5

Gene ID

11183

Gene namemitogen-activated protein kinase kinase kinase kinase 5
Gene AliasGCKR
Cytomap14q22.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

B3KWC4


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
11183MAP4K5HTA11_3410_2000001011HumanColorectumAD7.09e-15-5.85e-010.0155
11183MAP4K5HTA11_2487_2000001011HumanColorectumSER1.79e-03-4.39e-01-0.1808
11183MAP4K5HTA11_2951_2000001011HumanColorectumAD1.14e-03-7.13e-010.0216
11183MAP4K5HTA11_3361_2000001011HumanColorectumAD1.12e-04-5.56e-01-0.1207
11183MAP4K5HTA11_696_2000001011HumanColorectumAD1.40e-08-4.19e-01-0.1464
11183MAP4K5HTA11_866_3004761011HumanColorectumAD1.31e-04-4.74e-010.096
11183MAP4K5HTA11_10711_2000001011HumanColorectumAD7.96e-03-4.20e-010.0338
11183MAP4K5HTA11_7696_3000711011HumanColorectumAD2.85e-05-4.11e-010.0674
11183MAP4K5HTA11_99999970781_79442HumanColorectumMSS2.44e-13-4.11e-010.294
11183MAP4K5HTA11_99999971662_82457HumanColorectumMSS1.77e-12-4.95e-010.3859
11183MAP4K5HTA11_99999974143_84620HumanColorectumMSS2.97e-08-3.91e-010.3005
11183MAP4K5A001-C-207HumanColorectumFAP4.22e-04-2.86e-010.1278
11183MAP4K5A015-C-203HumanColorectumFAP1.09e-28-4.77e-01-0.1294
11183MAP4K5A015-C-204HumanColorectumFAP3.52e-06-3.61e-01-0.0228
11183MAP4K5A014-C-040HumanColorectumFAP1.46e-02-2.19e-01-0.1184
11183MAP4K5A002-C-201HumanColorectumFAP3.16e-12-4.27e-010.0324
11183MAP4K5A002-C-203HumanColorectumFAP6.87e-09-2.63e-010.2786
11183MAP4K5A001-C-119HumanColorectumFAP1.77e-04-4.08e-01-0.1557
11183MAP4K5A001-C-108HumanColorectumFAP4.29e-17-3.37e-01-0.0272
11183MAP4K5A002-C-205HumanColorectumFAP2.28e-20-4.84e-01-0.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
MAP4K5SNVMissense_Mutationnovelc.412C>Ap.His138Asnp.H138Nprotein_codingdeleterious(0)probably_damaging(0.995)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAP4K5SNVMissense_Mutationnovelc.95N>Tp.Gly32Valp.G32Vprotein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MAP4K5insertionFrame_Shift_Insnovelc.410_411insATCAATGATTp.Met137IlefsTer6p.M137Ifs*6protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAP4K5SNVMissense_Mutationnovelc.1396N>Cp.Ala466Prop.A466Pprotein_codingtolerated(1)benign(0.003)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP4K5SNVMissense_Mutationc.1612C>Tp.Leu538Phep.L538Fprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-FU-A5XV-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MAP4K5SNVMissense_Mutationc.2385C>Gp.Phe795Leup.F795Lprotein_codingtolerated(0.57)probably_damaging(0.995)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MAP4K5SNVMissense_Mutationc.183N>Cp.Leu61Phep.L61Fprotein_codingdeleterious(0.01)probably_damaging(0.915)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP4K5SNVMissense_Mutationrs368497445c.901N>Ap.Ala301Thrp.A301Tprotein_codingtolerated(0.7)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAP4K5SNVMissense_Mutationc.2212A>Gp.Thr738Alap.T738Aprotein_codingtolerated(0.15)probably_damaging(0.995)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
MAP4K5SNVMissense_Mutationc.2434N>Tp.Arg812Cysp.R812Cprotein_codingdeleterious(0)possibly_damaging(0.88)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMECYC-116CYC-116
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMELAS38096CHEMBL375293
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEAZD-1152-HQPAAZD-1152-HQPA
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEGW843682XGW843682X
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMESORAFENIBSORAFENIB
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMESOTRASTAURINSOTRASTAURIN
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMESB-220025SB-220025
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMESB-242235SB-242235
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEDACTOLISIBDACTOLISIB
11183MAP4K5DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEPALBOCICLIBPALBOCICLIB
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